Self Improvement
Logs errors, corrections, and insights to markdown files so you can actually learn from mistakes instead of repeating them. Creates `.learnings/ERRORS.md`, `LEARNINGS.md`, and `FEATURE_REQUESTS.md` files that capture command failures, user corrections, knowledge gaps, and better approaches as they happen. Works well with OpenClaw's workspace system where learnings get promoted to `AGENTS.md` or `TOOLS.md` for broader use. The structured logging format includes priority levels, timestamps, and action items, making it easy for coding agents to process fixes later. Honest take: most AI workflows lose context between sessions, but this creates a persistent memory that actually improves over time.
- installs
- 9.7K
- GitHub stars
- 779
- last updated
- Aug 21, 2026
Install
$ npx -y skills add pskoett/self-improving-agent --skill self-improvement --agent claude-codeInstalls into .claude/skills of the current project.
Files
Logs errors, corrections, and insights to markdown files so you can actually learn from mistakes instead of repeating them. Creates `.learnings/ERRORS.md`, `LEARNINGS.md`, and `FEATURE_REQUESTS.md` files that capture command failures, user corrections, knowledge gaps, and better approaches as they happen. Works well with OpenClaw's workspace system where learnings get promoted to `AGENTS.md` or `TOOLS.md` for broader use. The structured logging format includes priority levels, timestamps, and action items, making it easy for coding agents to process fixes later. Honest take: most AI workflows lose context between sessions, but this creates a persistent memory that actually improves over time.
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